human-in-the-loop AI

Enveda's Claude-based reviewer caught all 11 human-found issues in 1,061 pages of executed batch records, raised 7 more and cut review time from 1,553 to 166 minutes. It stays advisory-only, outside GMP validation scope, and the study covers four records.